Using AI to improve the molecular classification of brain tumors

被引:0
|
作者
机构
来源
Nature Medicine | 2023年 / 29卷
关键词
D O I
暂无
中图分类号
学科分类号
摘要
We used deep neural networks trained on optical histology and open-source genomic data to predict the molecular genetics of brain tumors during surgery. Our results represent how AI-based diagnostics can provide a valuable adjunct to wet laboratory methods for molecular testing in patients with cancer.
引用
收藏
页码:793 / 794
页数:1
相关论文
共 50 条
  • [21] Classification of Brain Tumors by Mining MRS Spectrums using LabVIEW
    Gonal, Jayalaxmi S.
    Kohir, Vinayadatt V.
    2015 INTERNATIONAL CONFERENCE ON ELECTRICAL, ELECTRONICS, SIGNALS, COMMUNICATION AND OPTIMIZATION (EESCO), 2015,
  • [22] Multiclass classification of brain tumors using a novel CNN architecture
    Hareem Kibriya
    Momina Masood
    Marriam Nawaz
    Tahira Nazir
    Multimedia Tools and Applications, 2022, 81 : 29847 - 29863
  • [23] Multiclass classification of brain tumors using a novel CNN architecture
    Kibriya, Hareem
    Masood, Momina
    Nawaz, Marriam
    Nazir, Tahira
    MULTIMEDIA TOOLS AND APPLICATIONS, 2022, 81 (21) : 29847 - 29863
  • [24] Using mice to decipher the molecular genetics of brain tumors
    Hesselager, G
    Holland, EC
    NEUROSURGERY, 2003, 53 (03) : 685 - 694
  • [25] Pathological classification of brain tumors
    Pollo, B.
    QUARTERLY JOURNAL OF NUCLEAR MEDICINE AND MOLECULAR IMAGING, 2012, 56 (02): : 103 - 111
  • [26] WHO CLASSIFICATION OF BRAIN TUMORS
    BARNARD, RO
    JOURNAL OF NEUROPATHOLOGY AND EXPERIMENTAL NEUROLOGY, 1978, 37 (05): : 576 - 576
  • [27] CLASSIFICATION OF EXPERIMENTAL BRAIN TUMORS
    SCHREIBER, D
    JANISCH, W
    RATH, F
    EXPERIMENTELLE PATHOLOGIE, 1977, 13 (01): : 3 - 10
  • [28] USING AI TO IMPROVE SECURITY
    KERR, S
    DATAMATION, 1990, 36 (03): : 57 - &
  • [29] A molecular classification of soft tissue tumors using cDNA microarrays
    Nielsen, TO
    Brown, P
    Botstein, D
    van de Rijn, M
    LABORATORY INVESTIGATION, 2001, 81 (01) : 16A - 16A
  • [30] A molecular classification of soft tissue tumors using cDNA microarrays
    Nielsen, TO
    Brown, P
    Botstein, D
    van de Rijn, M
    MODERN PATHOLOGY, 2001, 14 (01) : 16A - 16A